Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @__iamjazz: where is D hoes ? 😂 | Mixed | Abusive | User Added |
| RT @__iamjazz: "@shaaaaayy_: i wish i was born in a different generation , cause yall just make my pussy bones hurt . sicken ass children .… | Mixed | Abusive | User Added |
| RT @__chuuu_: I want this "bad bitch" epidemic to be over so fast bruh...fees can't write a sentence with proper subject-verb agreement now… | Mixed | Abusive | User Added |
| RT @__brookenicole: How many bitches have actually gone to the club in a mini skirt & j's on? #questionoftheday | Mixed | Abusive | User Added |
| RT @__bettyboo: You better pray I don't send your nudes out bitch | Mixed | Hate Speech | User Added |
| RT @__ashlaaay: Why does everybody drive like retards when it rains lol | Mixed | Abusive | User Added |
| RT @___iv: “@CamoQuay: Bro even with uno webo I still get more pussy than you 🙊” 😂😂😂😂😂😂😂😂😂😂😂 | Mixed | Abusive | User Added |
| RT @___bria: I hate a bitch that acts like she can't be single. Get your I need a man ass on | Mixed | Abusive | User Added |
| RT @_____redd: killing these bitches go body for body 😒😌🎧 | Mixed | Abusive | User Added |
| RT @_____AL: Woww. Now niggas can't hit u bitches line and ask what u doin nomo. | Mixed | Abusive | User Added |
| RT @_____AL: Exactly. Don't be gettin no additional pussy for them soft ass tweets. Jus be you dude lol | Mixed | Abusive | User Added |
| RT @_____AL: “@KY_YNF: “@TroyPanamera: Brandon Jennings easily got the coldest bitch ever” damn near lol”not damn near that's fact. | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph